| 污水处理过程专家系统的结构特点与应用研究进展 |
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| 引用本文： | 张塽,杨庆,刘秀红,崔斌,刘智斌. 污水处理过程专家系统的结构特点与应用研究进展[J]. 环境工程, 2020, 38(7): 25-31,99. DOI: 10.13205/j.hjgc.202007004 |
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| 作者姓名： | 张塽 杨庆 刘秀红 崔斌 刘智斌 |
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| 作者单位： | 北京工业大学 城镇污水深度处理与资源化利用技术国家工程实验室, 北京 100124 |
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| 基金项目： | 国家自然科学基金项目(51978008 |
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| 摘 要： | 综述了专家系统在污水处理领域的结构和特点、针对的工艺以及应用现状方面取得的研究成果。重点介绍了专家系统中知识的获取和表示、规则的建立以及与故障树和其他人工智能技术的结合情况，并对专家系统在污水处理工艺选择、运行控制以及故障诊断3个阶段的研究现状进行了细致分析。在此基础上，提出了尚需解决的问题以及进一步研究与发展的方向。
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| 关 键 词： | 专家系统 污水处理 人工智能 优化运行 故障树分析方法 |
| 收稿时间： | 2020-05-15 |
RESEARCH PROGRASS ON STRUCTURAL CHARACTERISTICS AND APPLICATION OF EXPERT SYSTEM IN WASTEWATER TREATMENT PROCESS |
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| ZHANG Shuang,YANG Qing,LIU Xiu-hong,CUI Bin,LIU Zhi-bin. RESEARCH PROGRASS ON STRUCTURAL CHARACTERISTICS AND APPLICATION OF EXPERT SYSTEM IN WASTEWATER TREATMENT PROCESS[J]. Environmental Engineering, 2020, 38(7): 25-31,99. DOI: 10.13205/j.hjgc.202007004 |
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| Authors: | ZHANG Shuang YANG Qing LIU Xiu-hong CUI Bin LIU Zhi-bin |
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| Affiliation: | National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Beijing University of Technology, Beijing 100124, China |
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| Abstract: | The structure and characteristics of expert system in the field of wastewater treatment, the technology and the research achievements in the application of expert system were reviewed. The acquisition and representation of knowledge, the establishment of rules and the combination with fault tree and other artificial intelligence technologies in the expert system were emphatically introduced, and the research status of the expert system in the three different stages including wastewater treatment process selection, operation control and fault diagnosis was analyzed in detail. On this basis, the problems to be solved and the direction of further research and development were put forward. |
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